Add pyribs visualization #191
Conversation
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Hi @nabenabe0928, I have added the visualization tools for plotting results from the CMA-MAE sampler. Would you take a look and let me know your thoughts? Thank you! |
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| A minimal example would be the following: | ||
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| ```python |
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@nabenabe0928 Do you think I should put this visualization example in the CMA-MAE sampler documentation too?
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Hey, thank you for the PR!
It's up to you, but I think it would increase the in-flow of users to this visualization module if we have the example! |
| @@ -27,6 +27,9 @@ with improvement ranking, all wrapped up in a | |||
| However, it is possible to implement many variations of CMA-MAE and other | |||
| quality diversity algorithms using pyribs. | |||
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| For visualizing the results of the `CmaMaeSampler`, note that we use the | |||
| `plot_grid_archive_heatmap` function from the `plot_pyribs` plugin. | |||
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@nabenabe0928 What is the correct way to link between plugins in the OptunaHub documentation? i.e., How can I provide a link to the plot_pyribs plugin here? Similarly, in the plot_pyribs plugin, I want to provide a link to the CmaMaeSampler.
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I will quickly merge this PR, so you can surely open another PR later, but basically, the URL for each package is published like this, so you could link these URLs to your package!
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@btjanaka Hey sorry for the late response! |
| @@ -27,6 +27,9 @@ with improvement ranking, all wrapped up in a | |||
| However, it is possible to implement many variations of CMA-MAE and other | |||
| quality diversity algorithms using pyribs. | |||
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| For visualizing the results of the `CmaMaeSampler`, note that we use the | |||
| `plot_grid_archive_heatmap` function from the `plot_pyribs` plugin. | |||
There was a problem hiding this comment.
I will quickly merge this PR, so you can surely open another PR later, but basically, the URL for each package is published like this, so you could link these URLs to your package!
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Motivation
This PR creates a plugin that provides wrappers for pyribs visualization tools. Currently, the plugin only supports the grid_archive_heatmap function from pyribs, which is sufficient for plotting the results from CmaMaeSampler.
Description of the changes
visualization/plot_pyribsplot_grid_archive_heatmap, which is a wrapper aroundribs.visualize.grid_archive_heatmapfrom pyribs.TODO List towards PR Merge
Please remove this section if this PR is not an addition of a new package.
Otherwise, please check the following TODO list:
./template/to create your package<COPYRIGHT HOLDER>inLICENSEof your package with your nameREADME.mdin your package__init__.pyfrom __future__ import annotationsat the head of any Python files that include typing to support older Python versionsREADME.mdREADME.md